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Theory of Knowledge - Course Companion for Students Marija Uzunova Dang Arvin Singh Uzunov Dang

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II. Perspectives

is a highly simplified description of the

This

publication environment. In reality,

scientific

are many challenges that affect the ability of

there

to share science in an accessible way. One

journals

is volume, with over 2.5 million scientific

issue

published annually, that is 280 every hour,

papers

the lack of transparency and accountability

the peer-review process

in

pressures on scientists to “publish or perish”,

implications for their wellbeing or

with

the technical jargon of scientific papers

makes them incomprehensible even to

that

journals are the preferred way

Scientific

sharing knowledge within the scientific

of

they can be prohibitively

community—but

and inaccessible for laypeople

expensive

even other scientists. The peer-review

and

has also been questioned for

process

conservatism and dogma, rejecting

fostering

ideas, and introducing a time

unconventional

between when research is done and when it

lag

communicated.

is

hopeful and surprisingly successful response

A

some of these issues is arXiv—an online

to

of preprints of scientific papers,

repository

in 1991 by physicist Paul Ginsparg.

started

was initially only trying to catalog

Ginsparg

100 papers, but he received a lot

about

than he expected—arXiv had more

more

1.5 million papers in February 2018,

than

by 10,000 per month. As arXiv

growing

growing into a powerful platform, it

began

considered some of the dimensions of

We

publishing in a real-world context

scientific

Box7.3 in the case study on HIV/AIDS.

in

III.6, discusses what has become

Chapter8,

as the replication crisis, where a

known

significant number of published

very

have failed to be replicated. The peerreview

results

process is also sometimes a source of

In a Science article from 2013,

controversy.

here, we get a behind-the-scenes story

linked

one scientist’s effort to expose unrigorous

of

by submitting a flawed article

journals

terms: Science magazine

Search

afraid of peer review?

Who’s

from outside the scientific

contributions

that were challenging to sort

community

arXiv’s categories, in the form of papers

into

appeared impossible to reasonably

that

as science. Both history and wisdom

qualify

that “out-of-the-box” and hard to

suggest

ideas can be valuable. But in order

classify

continue to serve the scientific community

to

offering research that is of interest,

by

and value, the arXiv team had

relevance

come up with a solution to a tricky and

to

philosophical question: what

important

linked article tells the full story of how

The

team behind arXiv negotiated this problem

the

volunteer moderators and a machine

using

algorithm. Specifically, the algorithm

learning

language to distinguish between

identified

and non-scientific ideas. Are arXiv’s

scientific

and computer filters effective at

human

through good but unorthodox ideas?

letting

is this changing the ways the scientific

How

shares and accesses knowledge?

community

terms: What counts

Search

science Nautilus arXiv

as

7

according to a report in 2015 (Ware, Mabe 2015).

There are concerns about:

incentives for misconduct

forpublication.

trained scientists from a different discipline.

Box 7.4: Democratizing the sharing of scientific knowledge

counts as science?

Preprints are full manuscripts of a scientic paper

made publicly available by the author(s) ahead

of review and publication in journals. This is a

new but rapidly growing form of open scholarly

communication.

Follow the link to find out.

also attracted a small number of very odd

182

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